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verification

Weather Forecast Verification Utilities

Utilities for verifying discrete, continuous and probabilistic forecasts, and forecasts expressed as parametric distributions are included.

Functions (33)

attribute

Attribute plot

brier

Brier Score

check.func

check loss function

conditional.quantile

Conditional Quantile Plot

crps

Continuous Ranked Probability Score

crpsDecompostion

Decompostion of Continuous Ranked Probability Score

disc.dat

Discrimination plot dataset.

discrimination.plot

Discrimination plot

fss

Fractional Skill Score

leps

Linear Error in Probability Space (LEPS)

lines.verify

Add lines to ROC or attribute diagrams

measurement.error

Skill score with measurement error.

multi.cont

Multiple Contingency Table Statistics

observation.error

Observation Error

performance.diagram

Performance Diagram

pop

Probability of precipitation (pop) data.

precip.ensemble

An ensemble of precipitation forecasts

predcomp.test

Time Series Prediction Comparison Test

prob.frcs.dat

Probablisitic Forecast Dataset.

probcont2disc

Converts continuous probability values into binned discrete probability forecasts.

qrel.plot

Quantile Reliability Plot

quantile2disc

Convert Continuous Forecast Values to Discrete Forecast Values.

quantileScore

Quantile Score

rcrv

Reduced centered random variable

reliability.plot

Reliability Plot

roc.area

Area under curve (AUC) calculation for Response Operating Characteristic curve.

roc.plot

Relative operating characteristic curve.

rps

Ranked Probability Score

table.stats

Verification statistics for a 2 by 2 Contingency Table

table.stats.boot

Percentile bootstrap for 2 by 2 table

value

Forecast Value Function

verify

Verification function

verify-internal

Verification internal and secondary functions

verification

Weather Forecast Verification Utilities

v1.42

GPL (>= 2)

Authors

NCAR - Research Applications Laboratory

Initial release

2015-07-10

verification

Functions (33)

verification

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